Management of the Pediatric Patient with Choledocholithiasis in an Era of Advanced Minimally Invasive Techniques

Machine learning to predict pediatric choledocholithiasis: A Western Pediatric Surgery Research Consortium retrospective study

BACKGROUND

The purpose of this study was to accurately predict pediatric choledocholithiasis with clinical data using a computational machine learning algorithm.

METHODS

A multicenter retrospective cohort study was performed on children <18 years of age who underwent cholecystectomy between 2016 to 2019 at 10 pediatric institutions. Demographic data, clinical findings, laboratory, and ultrasound results were evaluated by bivariate analyses. An Extra-Trees machine learning algorithm using k-fold cross-validation was used to determine predictive factors for choledocholithiasis. Model performance was assessed using the area under the receiver operating characteristic curve on a validation dataset.

RESULTS

A cohort of 1,597 patients was included, with an average age of 13.9 ± 3.2 years. Choledocholithiasis was confirmed in 301 patients (18.8%). Obesity was the most common comorbidity in all patients. Choledocholithiasis was associated with the finding of a common bile duct stone on ultrasound, increased common bile duct diameter, and higher serum concentrations of aspartate aminotransferase, alanine transaminase, lipase, and direct and peak total bilirubin. Nine features (age, body mass index, common bile duct stone on ultrasound, common bile duct diameter, aspartate aminotransferase, alanine transaminase, lipase, direct bilirubin, and peak total bilirubin) were clinically important and included in the machine learning algorithm. Our 9-feature model deployed on new patients was found to be highly predictive for choledocholithiasis, with an area under the receiver operating characteristic score of 0.935.

CONCLUSION

This multicenter study uses machine learning for pediatric choledocholithiasis. Nine clinical factors were highly predictive of choledocholithiasis, and a machine learning model trained using medical and laboratory data was able to identify children at the highest risk for choledocholithiasis.

Pediatric DUCT Score: A Highly Specific Predictive Model for Choledocholithiasis in Children

BACKGROUND

Current adult guidelines for the management of choledocholithiasis (CDL) may not be appropriate for children. We hypothesized adult preoperative predictive factors are not reliable for predicting CDL in children.

STUDY DESIGN

A multicenter retrospective cohort study was performed evaluating children (≤18 years of age) who underwent cholecystectomy for gallstone disease at 10 children's hospitals. Univariate and multivariable analyses were used to identify factors independently associated with CDL. Patients were stratified into risk groups demonstrating the presence of predictive factors for CDL. Statistical analyses were performed, and chi-square analyses were used with a significance of p < 0.05.

RESULTS

A total of 979 cholecystectomy patients were analyzed. The diagnosis of CDL was confirmed in 222 patients (22.7%) by magnetic resonance cholangiopancreatography, endoscopic retrograde cholangiopancreatography, or intraoperative cholangiography. Three predictive factors were identified: (1) Dilated common bile duct ≥6 mm; (2) Ultrasound with Choledocholithiasis; and (3) Total bilirubin ≥1.8 mg/dL (pediatric DUCT criteria). Risk groups were based on the number of predictive factors: very high (3), high (2), intermediate (1), and low (0). The pediatric DUCT criteria demonstrated accuracies of >76%, specificity of >78%, and negative predictive values of >79%. Adult factors (elevated aspartate aminotransferase/alanine aminotransferase, pancreatitis, BMI, and age) did not independently predict CDL. Based on risk stratification, the high- and very-high-risk groups demonstrated higher predictive capacity for CDL.

CONCLUSIONS

Our study demonstrated that the pediatric DUCT criteria, incorporating common bile duct dilation, choledocholithiasis seen on ultrasound, and total bilirubin ≥1.8 mg/dL, highly predicts the presence of choledocholithiasis in children. Other adult preoperative factors are not predictive of common bile duct stone in children.

Making common duct exploration common-balloon sphincteroplasty as an adjunct to transcystic laparoscopic common bile duct exploration for pediatric patients

BACKGROUND

Laparoscopic common bile duct exploration (LCBDE) at the time of cholecystectomy has well-established benefits for managing pediatric choledocholithiasis. However, providers increasingly favor ERCP pre-or-post laparoscopic cholecystectomy (ERCP+LC) due to perceived complexity of LCBDE. We refined a stepwise method employing wire-ready balloon dilation of the Sphincter of Oddi. This study compares outcomes of balloon sphincteroplasty (LCBDE+BSP) with standard transcystic LCBDE (LCBDE-STD) and ERCP+LC.

METHODS

We performed a retrospective chart review of pediatric patients who underwent LCBDE-STD and LCBDE+BSP since 2018. A report of consecutive choledocholithiasis patients prior to 2018 yielded an ERCP+LC cohort. Age, operative time, complications, and length of stay (LOS) were compared across all groups. Success rate and fluoroscopy time were compared between LCBDE groups.

RESULTS

44 patients were identified (14:LCBDE-STD; 15:LCBDE+BSP; 15:ERCP+LC) . There was no difference in patient age or BMI. Operative time was longer in the LCBDE+BSP group (p =< 0.05). ERCP+LC demonstrated increased LOS (4.36 ± 2.78 vs 1.31 ± 0.93; p =< 0.05) and complications compared to LCBDE groups including three stent placements and one stent migration. LCBDE+BSP had a higher success rate than LCBDE-STD (100% vs 78%; p = 0.06). The three patients who failed LCBDE-STD required postoperative ERCP. Average fluoroscopy time was not significantly impacted by addition of sphincteroplasty.

CONCLUSION

Incorporating LCBDE into standard management of pediatric choledocholithiasis reduces LOS and avoids additional invasive procedures regardless of the specific technique employed. This stepwise approach to wire-ready cholangiography with balloon sphincteroplasty is a viable method for LCBDE that utilizes techniques familiar to pediatric surgeons and provides definitive management under a single anesthetic.

LEVEL OF EVIDENCE

Level III.

Choledocholithiasis-a new clinical pathway

The incidence of cholecystectomy in children has increased considerably since the early 1990s. Management of gallbladder disease in children must include an awareness of choledocholithiasis treatment strategies. Both endoscopic retrograde cholangiopancreatography (ERCP) and common bile duct exploration (open or laparoscopic) are accepted management techniques for choledocholithiasis. Laparoscopic cholecystectomy with preoperative or postoperative ERCP is at least a two-procedure process while cholecystectomy with laparoscopic common bile duct exploration (LCBDE) can provide definitive treatment in a single procedure under one anesthetic. Despite this, the trend over the last decade continues towards less LCBDE utilization in favor of ERCP. This trend has resulted in decreased familiarity with LCBDE by adult and pediatric surgeons and their trainees. Access to the necessary tools and education on the technical aspects can allow for successful single-stage treatment of choledocholithiasis by surgeons during laparoscopic cholecystectomy. This may include a pre-defined stepwise algorithm and understanding of all the equipment and resources necessary to perform a LCBDE. Ultimately, increased understanding of the equipment and procedural steps necessary for LCBDE will result in widened adoption of the technique and thus confer advantages to the patient such as decreased length of stay and fewer required anesthetics.

Nationwide Evolution of Pediatric Endoscopic Retrograde Cholangiopancreatography Indications, Utilization, and Readmissions over Time

OBJECTIVES

To analyze outcome and utilization trends over time of pediatric endoscopic retrograde cholangiopancreatography (ERCP) in an all-capture US population-level study.

STUDY DESIGN

Using the National Inpatient Sample (2005-2014) and National Readmission Database (2010-2014), we identified pediatric (age <20 years) hospitalizations during which ERCP was performed and assessed ERCP-associated readmissions. International Classification of Diseases, Ninth Revision, Clinical Modification codes were used to identify hospitalization diagnoses, comorbidities, and patient/hospital characteristics. Multivariate logistic regression analyses were performed to determine significant predictors (P < .05) of 30-day readmission.

RESULTS

A total of 11 060 hospitalized pediatric patients underwent ERCP between 2005 and 2014. Most were female (n = 8859; 81%), aged 14-20 years (n = 9342; 84%), and white (n = 4230; 45%). Most (85%) of ERCPs were therapeutic, and leading indications were biliary (n = 5350; 48%) and pancreatitis (n = 3218; 29%). Thirteen pecent of patients were readmitted post-ERCP. Odds for 30-day readmission were highest for patients with a history of liver transplantation, age 0-4 years, male sex, and obesity (P < .001 for each). Patients in both urban teaching and urban hospitals had much lower odds than those in rural hospitals for prolonged length of stay associated with ERCP.

CONCLUSIONS

These data represent a comprehensive study of nationwide trends in age-specific volumes and outcomes following ERCP in the pediatric population and provide important insights into trends in pediatric pancreaticobiliary disease management, as well as practice setting, patient characteristics, and patient comorbidities associated with pediatric post-ERCP outcomes, including readmission and length of stay.

Balloon sphincteroplasty in pediatric laparoscopic common bile duct exploration

The management of choledocholithiasis in children and teenagers is often a two-procedure process with laparoscopic cholecystectomy (LC) and either pre- or post-operative endoscopic retrograde cholangiopancreatography (ERCP). The addition of laparoscopic common bile duct exploration (LCBDE) during LC can provide definitive treatment for choledocholithiasis during a single anesthetic event. In an effort to minimize sedation and radiation exposure from fluoroscopy, we have employed dilating balloons via a transcystic approach to stretch the sphincter of Oddi with subsequent ductal flushing. We describe the technique of balloon sphincteroplasty as a straightforward adjunct within the pediatric surgeon's skill set to manage choledocholithiasis during LC and our clinical experience.

Pediatric Endoscopy Practice Patterns in the United States, Canada, and Mexico

BACKGROUND AND AIMS

Endoscopic procedures are important for diagnosis and management of many gastrointestinal, liver, and biliary conditions in children. Therapeutic endoscopy procedures, including endoscopic retrograde cholangiopancreatography (ERCP), are performed less frequently in children relative to adults. A formal study to evaluate institutional volumes and practice patterns for advanced therapeutic pediatric endoscopy procedures has, however, not been previously undertaken.

METHODS

A self-administered 16-question (5-minute) online survey assessing practice patterns for performance of pediatric endoscopy procedures was distributed to all registered North American Society for Pediatric Gastroenterology, Hepatology and Nutrition programs. Results were analyzed using descriptive statistics and thematic analysis of free-text comments.

RESULTS

Respondents from 82.9% of North American Society for Pediatric Gastroenterology, Hepatology and Nutrition centers completed this survey. Responses revealed that esophagogastroduodenoscopy/colonoscopy are performed at the vast majority of centers (>90%), with most performing >50/year. Therapeutic endoscopy procedures are performed less frequently in the pediatric population, with 18.97% reporting that ERCP is not performed at their institution. Where ERCP is performed, 91.38% reported <25/year. Endoscopic ultrasound is not performed at more than half (53.33%) of institutions. Approximately 71.67% of respondents do not believe their institution's current arrangement for performing pediatric therapeutic endoscopy procedures is adequate.

CONCLUSIONS

Although the range of endoscopic procedures performed in children parallels that performed in adults, there are notable differences in pediatric and adult gastroenterologists' endoscopy training and procedure volumes. Our results and respondent comments suggest that pediatric patients would benefit from a partnership between pediatric and adult gastroenterologists, with adult gastroenterologists performing more complex therapeutic endoscopic procedures.

Pediatric Laparoscopic Common Bile Duct Exploration: An Opportunity to Decrease ERCP Complications

BACKGROUND

Laparoscopic intraoperative cholangiogram (IOC) with common bile duct exploration (CBDE) and endoscopic retrograde cholangiopancreatography (ERCP) are two therapeutic techniques for choledocholithiasis. The preferred technique is unclear.

MATERIALS AND METHODS

We identified subjects who underwent laparoscopic cholecystectomy (LC) and IOC/CBDE or ERCP from July 1, 2006, to December 31, 2016. We retrospectively reviewed 81 patients (≤ 18 y) who received these interventions for suspected choledocholithiasis. Main outcomes analyzed were success of intervention and complications.

RESULTS

Of the 81 patients, 21 ERCPs and three endoscopic ultrasounds (EUSs) were performed before LC. Eighteen of 21 (85.7%) patients had stones or sludge cleared by ERCP, whereas 3 (14.3%) had normal common bile ducts without evidence of stones. Five of 24 (20.8%) had significant post-ERCP complications. Seven of 24 (29.2%) had more than one admission. Sixty of 81 patients underwent LC with IOC ± CBDE. Twenty one of 60 (36.2%) were found to have abnormal IOC. Eight of 15 (53.3%) attempted laparoscopic CBDE were successful. Eleven of 21 (52.4%) patients with abnormal IOC had post-LC ERCP (10) and EUS (1). Patients admitted to the Pediatric Surgery service were more likely to undergo LC first than ERCP/EUS (OR 3.46, 95% CI 1.26 to 9.45, P = 0.016). Patients undergoing LC first had a shorter length of stay (mean LOS 5.13 d versus 4.07, median 5.0 versus 3.0 d, P-value < 0.05).

CONCLUSIONS

Successful and safe laparoscopic treatment of choledocholithiasis is possible in the pediatric patient. A laparoscopic-first approach to suspected choledocholithiasis may reduce the number of procedures needed in this patient population.

In-hospital Pediatric Endoscopic Retrograde Cholangiopancreatography Is Associated With Shorter Hospitalization for Children With Choledocholithiasis

OBJECTIVES

Children with choledocholithiasis are frequently managed at tertiary children's hospitals that do not have available endoscopic retrograde cholangiopancreatography (ERCP) proceduralists. We hypothesized that patients treated at hospitals without ERCP proceduralists would have a longer hospital length of stay (LOS) than those with ERCP proceduralists.

METHODS

Charts were reviewed for patients who underwent cholecystectomy and ERCP at 3 tertiary children's hospitals over 10 years. Trauma and complicated pancreatitis patients were excluded. Comparisons between patients requiring and not requiring transfer for ERCP were made using Wilcoxon rank-sum tests for continuous variables and Fisher's exact tests for categorical variables.

RESULTS

One hundred and sixty-four children underwent ERCP for suspected choledocholithiasis: 79 (48%) in the transfer group and 85 (52%) in the no transfer group.Median LOS was longer for patients requiring transfer (7 vs 5 days, P < 0.0001). One-third (34%) of the transfer patients had magnetic resonance cholangiopancreatography compared to only 7% that did not require transfer (P < 0.0001). Among the 123 patients who underwent ERCP before cholecystectomy, 53% required (66/123) transfer and 47% (57/123) did not. Transfer group patients had longer median hospital LOS (P < 0.0001), more days between admission and ERCP (P < 0.0001), and more days between ERCP and surgery (P = 0.0004).

CONCLUSIONS

Overall median LOS was significantly shorter for patients who underwent ERCP at the admitting facility. Patients who underwent ERCP before cholecystectomy at hospitals without available ERCP proceduralists incurred longer LOS. There is a need for more pediatric proceduralists appropriately trained to perform ERCP in children.

Preliminary Evaluation of a Laparoscopic Common Bile Duct Simulator for Pediatric Surgical Education

PURPOSE

Laparoscopic common bile duct exploration (LCBDE) decreases overall costs and length of stay in patients with choledocolithiasis. However, utilization of LCBDE remains low. We sought to evaluate a previously developed general surgery LCBDE simulator among a cohort of pediatric surgical trainees. The study purpose was to evaluate the content validity of an LCBDE simulator to support or refute its use in pediatric surgery education.

MATERIALS AND METHODS

After IRB exempt determination, 30 participants performed a transcystic LCBDE using a previously developed simulator and evaluated the simulator using a self-reported 28-item instrument. The instrument consisted of two primary domains (Quality and Ability to Perform) that were rated using twenty-five 4-point rating scales and one 4-point global rating scale. Validity evidence relevant to test content was evaluated using a many-facet Rasch model. Interitem consistency was estimated using Cronbach's alpha. P < .05 was considered statistically significant.

RESULTS

The highest combined observed averages were for the Value subdomain (OA = 3.79), whereas the lowest ratings were for the Physical/visual attributes subdomain (OA = 3.19). The averaged global rating was 3.14, consistent with this simulator can be considered for use in pediatric LCBDE training, but could be improved slightly. Rasch indices were favorable and supported evidence relevant to test content. Interitem consistency estimates were also favorable, with α values of 0.94 and 0.56 for Qualities and Ability, respectively.

CONCLUSIONS

Overall, participants rated the LCBDE simulator highly valuable for pediatric surgical education and felt that it could be used as an educational tool with minor modifications.

Gallbladder disease in children

Biliary disease in children has changed over the past few decades, with a marked rise in incidence-perhaps most related to the parallel rise in pediatric obesity-as well as a rise in cholecystectomy rates. In addition to stone disease (cholelithiasis), acalculous causes of gallbladder pain such as biliary dyskinesia, also appear to be on the rise and present diagnostic and treatment conundrums to surgeons.